Comparison · grounded July 2026
Everruns vsLangGraph Platform
Durable agents, without the metered runtime.
Both are purpose-built to run agents in production with durable execution across restarts. The split is the operating model: Everruns is MIT and self-hostable on your own PostgreSQL; LangGraph Platform (now LangSmith Deployment) gates self-hosting to a custom Enterprise tier and meters the managed runtime per node, run, and uptime minute.
Open-source, self-hostable infrastructure your company’s AI agents run on.
LangChain’s production agent runtime, now branded LangSmith Deployment.
The honest answer
Which should you choose?
Neither is strictly “better”, they optimize for different things. Here’s the straight version.
Use LangGraph Platform if…
- You already build on LangGraph and LangChain and want the matching hosted runtime.
- You want LangSmith’s mature tracing and evals as the observability layer.
- A large production install base and enterprise support matter to your buyer.
Use Everruns if…
- You want self-hosting as the default, not a custom Enterprise line item.
- You’d rather run on your own PostgreSQL than meter per node / run / uptime minute.
- You want the operator console and durable engine in one open-source system.
Side by side
The comparison, dimension by dimension.
| Dimension | Everruns | LangGraph Platform |
|---|---|---|
| License | MIT, end to end: runtime and operator console. | LangGraph (the framework) is MIT; the deployment platform is proprietary. |
| Self-host the platform | Runs on your own PostgreSQL. No vendor control plane in the path. | Self-hosting is gated to the custom-priced Enterprise tier; sandboxes are SaaS-only. |
| Model providers | OpenAI, Anthropic, Gemini, Bedrock, Fireworks, OpenRouter, and Azure via the Open Responses spec. | Framework- and provider-agnostic; deploy agents from any framework. |
| Durable long-running sessions | Rust + PostgreSQL durable engine; every session survives restarts, with no wall-clock ceiling. | Durable execution; context maintained across process restarts and cold-starts. |
| Deployment surfaces | Slack, web chat, scheduled jobs, webhooks, A2A, MCP, and a plain HTTP API. | HTTP API with A2A, MCP, and Agent Protocol support. |
| Multi-tenancy & controls | Multi-tenant orgs, permissions, envelope-encrypted secrets, and budgets. | Governance and RBAC concentrated in higher / Enterprise tiers. |
| Operator console | Operator console built in: watch, pause, and operate running agents. | LangSmith provides tracing and observability on paid tiers. |
| Pricing model | Free and self-hostable. Managed Cloud is in development. | Per-seat (LangSmith) plus usage: per node executed, per deployment run, and per uptime minute. |
| Data residency & compliance | Your infrastructure, your database. You hold the state and the keys. | Self-hosted / hybrid deployment is an Enterprise-tier option. |
The wedge
Where Everruns is different.
Self-host is the default
Everruns is MIT and runs on your own PostgreSQL out of the box, not a capability gated behind the Enterprise tier. The operator console is part of the open-source system, not a paid add-on.
No per-node meter
Durable execution is a property of the engine, not a billed event. There is no per-node, per-run, or per-uptime-minute charge on infrastructure you already operate.
One system, not a bundle
Durable engine, harness layer, channels, and console ship together. You don’t assemble deployment, observability, and sandboxes as separately-priced products.
Playing fair
Where LangGraph Platform is strong.
A comparison you can trust names the other side’s real advantages.
A large base of companies runs LangGraph Platform in production, with a deep surrounding ecosystem.
LangSmith’s tracing and evaluation tooling is well-developed and framework-agnostic.
Durable execution you don’t rent by the node.
Everruns is MIT-licensed and self-hostable today: a durable engine, harness layer, channels, and operator console in one system, on your own PostgreSQL.
Everruns Cloud, the fully managed edition, is in development.Join the launch list.
LangGraph Platform facts verified July 2026 against:
Everruns claims are grounded in the open-sourceeverruns/everruns repository. Competitor products change, follow the links above for their current details.